{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 4,
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 2000x800 with 1 Axes>",
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 1.创建画布\n",
    "plt.figure(figsize=(20,8),dpi=100)\n",
    "# 2.绘制图像\n",
    "plt.plot([1,2,3,4,5,6,7],[10,15,13,18,16,20,10])\n",
    "# 3.图像显示\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "outputs": [],
   "source": [
    "# 基础功能实现"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "outputs": [],
   "source": [
    "import random"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 2000x800 with 1 Axes>",
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 0.准备数据\n",
    "x = range(60)\n",
    "y_shanghai = [random.uniform(15,18) for i in x]\n",
    "# 1.创建画布\n",
    "plt.figure(figsize=(20,8),dpi=100)\n",
    "# 2.绘制图像\n",
    "plt.plot(x,y_shanghai)\n",
    "# 3.图像显示\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "outputs": [],
   "source": [
    "# 是刻度上的汉字可以显示出来，不乱码\n",
    "from pylab import mpl\n",
    "mpl.rcParams[\"font.sans-serif\"] = [\"SimHei\"]"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 2000x800 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 0.准备数据\n",
    "x = range(60)\n",
    "y_shanghai = [random.uniform(15,18) for i in x]\n",
    "# 1.创建画布\n",
    "plt.figure(figsize=(20,8),dpi=100)\n",
    "# 2.绘制图像\n",
    "plt.plot(x,y_shanghai)\n",
    "x_ticks_label = [\"11点{}分\".format(i) for i in x]\n",
    "y_ticks = range(40)\n",
    "plt.xticks(x[::5],x_ticks_label[::5])\n",
    "plt.yticks(y_ticks[::5])\n",
    "plt.grid(True,linestyle=\"--\",alpha=1)\n",
    "plt.xlabel(\"时间\",fontsize=20)\n",
    "plt.ylabel(\"温度\",fontsize=20)\n",
    "plt.title(\"中午11点-12点某城市温度变化图\",fontsize=20)\n",
    "plt.savefig(\"./test.png\")\n",
    "# 3.图像显示\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 2000x800 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 0.准备数据\n",
    "x = range(60)\n",
    "y_shanghai = [random.uniform(15,18) for i in x]\n",
    "y_bejing = [random.uniform(1,3) for i in x]\n",
    "# 1.创建画布\n",
    "plt.figure(figsize=(20,8),dpi=100)\n",
    "# 2.绘制图像\n",
    "plt.plot(x,y_shanghai,label=\"上海\")\n",
    "plt.plot(x,y_bejing,color='r',label=\"北京\")\n",
    "x_ticks_label = [\"11点{}分\".format(i) for i in x]\n",
    "y_ticks = range(40)\n",
    "plt.xticks(x[::5],x_ticks_label[::5])\n",
    "plt.yticks(y_ticks[::5])\n",
    "plt.grid(True,linestyle=\"--\",alpha=1)\n",
    "plt.xlabel(\"时间\",fontsize=20)\n",
    "plt.ylabel(\"温度\",fontsize=20)\n",
    "plt.title(\"中午11点-12点某城市温度变化图\",fontsize=20)\n",
    "plt.savefig(\"./test.png\")\n",
    "plt.legend(loc=\"best\")\n",
    "# 3.图像显示\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 2000x800 with 2 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 多个坐标系实现绘图\n",
    "# 0.准备数据\n",
    "x = range(60)\n",
    "y_shanghai = [random.uniform(15,18) for i in x]\n",
    "y_bejing = [random.uniform(1,3) for i in x]\n",
    "# 1.创建画布\n",
    "# plt.figure(figsize=(20,8),dpi=100)\n",
    "fig, axes = plt.subplots(nrows=1,ncols=2,figsize=(20,8),dpi=100)\n",
    "# 2.绘制图像\n",
    "axes[0].plot(x,y_shanghai,label=\"上海\")\n",
    "axes[1].plot(x,y_bejing,color='r',label=\"北京\",linestyle=\"--\")\n",
    "x_ticks_label = [\"11点{}分\".format(i) for i in x]\n",
    "y_ticks = range(40)\n",
    "# plt.xticks(x[::5],x_ticks_label[::5])\n",
    "# plt.yticks(y_ticks[::5])\n",
    "axes[0].set_xticks(x[::5])\n",
    "axes[0].set_yticks(y_ticks[::5])\n",
    "axes[0].set_xticklabels(x_ticks_label[::5])\n",
    "axes[1].set_xticks(x[::5])\n",
    "axes[1].set_yticks(y_ticks[::5])\n",
    "axes[1].set_xticklabels(x_ticks_label[::5])\n",
    "# plt.grid(True,linestyle=\"--\",alpha=1)\n",
    "axes[0].grid(True,linestyle=\"--\",alpha=1)\n",
    "axes[1].grid(True,linestyle=\"--\",alpha=1)\n",
    "# plt.xlabel(\"时间\",fontsize=20)\n",
    "# plt.ylabel(\"温度\",fontsize=20)\n",
    "# plt.title(\"中午11点-12点某城市温度变化图\",fontsize=20)\n",
    "axes[0].set_xlabel(\"时间\")\n",
    "axes[0].set_ylabel(\"温度\")\n",
    "axes[0].set_title(\"中午11点-12点某城市温度变化图\",fontsize=20)\n",
    "axes[1].set_xlabel(\"时间\")\n",
    "axes[1].set_ylabel(\"温度\")\n",
    "axes[1].set_title(\"中午11点-12点某城市温度变化图\",fontsize=20)\n",
    "plt.savefig(\"./test.png\")\n",
    "# plt.legend(loc=\"best\")\n",
    "axes[0].legend(loc=\"best\")\n",
    "axes[1].legend(loc=\"best\")\n",
    "# 3.图像显示\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "  "
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}